Dimitrios Kollias
University of Greenwich
H-index: 31
Europe-United Kingdom
Top articles of Dimitrios Kollias
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Domain adaptation, explainability & fairness in ai for medical image analysis: Diagnosis of covid-19 based on 3-d chest ct-scans | arXiv preprint arXiv:2403.02192 | Dimitrios Kollias Anastasios Arsenos Stefanos Kollias | 2024/3/4 |
The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition | arXiv preprint arXiv:2402.19344 | Dimitrios Kollias Panagiotis Tzirakis Alan Cowen Stefanos Zafeiriou Chunchang Shao | 2024/2/29 |
Distribution matching for multi-task learning of classification tasks: a large-scale study on faces & beyond | arXiv preprint arXiv:2401.01219 | Dimitrios Kollias Viktoriia Sharmanska Stefanos Zafeiriou | 2024/1/2 |
CUE-Net: Violence Detection Video Analytics with Spatial Cropping, Enhanced UniformerV2 and Modified Efficient Additive Attention | arXiv preprint arXiv:2404.18952 | Damith Chamalke Senadeera Xiaoyun Yang Dimitrios Kollias Gregory Slabaugh | 2024/4/27 |
Uncertainty-Guided Contrastive Learning For Single Source Domain Generalisation | Anastasios Arsenos Dimitrios Kollias Evangelos Petrongonas Christos Skliros Stefanos Kollias | 2024/4/14 | |
Data-driven covid-19 detection through medical imaging | Anastasios Arsenos Andjoli Davidhi Dimitrios Kollias Panos Prassopoulos Stefanos Kollias | 2023/6/4 | |
Ai-enabled analysis of 3-d ct scans for diagnosis of covid-19 & its severity | Dimitrios Kollias Anastasios Arsenos Stefanos Kollias | 2023/6/4 | |
CoviDetector: A transfer learning-based semi supervised approach to detect Covid-19 using CXR images | BenchCouncil Transactions on Benchmarks, Standards and Evaluations | Deepraj Chowdhury Anik Das Ajoy Dey Soham Banerjee Muhammed Golec | 2023/7/10 |
Facernet: a facial expression intensity estimation network | arXiv preprint arXiv:2303.00180 | Dimitrios Kollias Andreas Psaroudakis Anastasios Arsenos Paraskevi Theofilou | 2023/3/1 |
Btdnet: A multi-modal approach for brain tumor radiogenomic classification | Applied Sciences | Dimitrios Kollias Karanjot Vendal Priyankaben Gadhavi Solomon Russom | 2023/11/2 |
Multi-label compound expression recognition: C-expr database & network | Dimitrios Kollias | 2023 | |
A deep neural architecture for harmonizing 3-d input data analysis and decision making in medical imaging | Neurocomputing | Dimitrios Kollias Anastasios Arsenos Stefanos Kollias | 2023/7/14 |
Abaw: Valence-arousal estimation, expression recognition, action unit detection & emotional reaction intensity estimation challenges | Dimitrios Kollias Panagiotis Tzirakis Alice Baird Alan Cowen Stefanos Zafeiriou | 2023 | |
Mixaugment & mixup: Augmentation methods for facial expression recognition | Andreas Psaroudakis Dimitrios Kollias | 2022 | |
Medical image segmentation: A review of modern architectures | Natalia Salpea Paraskevi Tzouveli Dimitrios Kollias | 2022/10/23 | |
Mimicme: A large scale diverse 4d database for facial expression analysis | Athanasios Papaioannou Baris Gecer Shiyang Cheng Grigorios Chrysos Jiankang Deng | 2022/10/23 | |
AI-MIA: COVID-19 Detection and Severity Analysis through Medical Imaging | Dimitrios Kollias Anastasios Arsenos Stefanos Kollias | 2022/10/23 | |
Abaw: Learning from synthetic data & multi-task learning challenges | Dimitrios Kollias | 2022/7/3 | |
A large imaging database and novel deep neural architecture for covid-19 diagnosis | Anastasios Arsenos Dimitrios Kollias Stefanos Kollias | 2022/6/26 | |
Analysing affective behavior in the second abaw2 competition | Dimitrios Kollias Stefanos Zafeiriou | 2021 |
